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# Findings of the Association for Computational Linguistics 2026: all accepted papers

2,517 papers · page 14 of 26 · the most cited first · [← Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/)

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1301. **[Hierarchical Representation Alignment Learning of Diffusion Transformers for Neural Audio Codec ↗](https://aclanthology.org/2026.findings-acl.1622/)**Sang-Hoon Lee, Ha-Yeong Choi
1302. **[Hierarchical Visual Agent: Managing Contexts in Joint Image-Text Space for Advanced Chart Reasoning ↗](https://aclanthology.org/2026.findings-acl.1914/)**Qihua Dong, Ruozhen He, Junwen Chen et al.
1303. **[High-Throughput and Memory-Efficient Zeroth-Order Fine-tuning LLMs with Distributed Parallel Computing ↗](https://aclanthology.org/2026.findings-acl.2128/)**Liangyu Wang, Huanyi Xie, Di Wang
1304. **[HisDoc-OCR: Restoring Visual Grounding in MLLMs for Chinese Historical Document OCR ↗](https://aclanthology.org/2026.findings-acl.301/)**Jiahuan Cao, Yongxin Shi, Zeyu Shan et al.
1305. **[How Adversarial Environments Mislead Agentic AI? ↗](https://aclanthology.org/2026.findings-acl.499/)**Zhonghao Zhan, Huichi Zhou, Zhenhao Li et al.
1306. **[How Chain-of-Thought Works? Tracing Information Flow from Decoding, Projection, and Activation ↗](https://aclanthology.org/2026.findings-acl.255/)**Hao Yang, Qinghua Zhao, Lei Li et al.
1307. **[How Do Answer Tokens Read Reasoning Traces? Self-Reading Patterns in Thinking LLMs for Quantitative Reasoning ↗](https://aclanthology.org/2026.findings-acl.1507/)**Haoyang Chen, Yi Liu, Jianzhi Shao et al.
1308. **[How Do LLMs “Trust” Unknown Knowledge? An Unknown Knowledge Based Jailbreak Attack ↗](https://aclanthology.org/2026.findings-acl.1849/)**Yixiao Huang, Lan Zhang, Chaoran Wang
1309. **[How Grounded is Wikipedia? A Study on Structured Evidential Support and Retrieval ↗](https://aclanthology.org/2026.findings-acl.19/)**William Gantt Walden, Kathryn Ricci, Miriam Wanner et al.
1310. **[How Hypocritical Is Your LLM judge? Listener-Speaker Asymmetries in the Pragmatic Competence of Large Language Models ↗](https://aclanthology.org/2026.findings-acl.372/)**Judith Sieker, Sina Zarrieß
1311. **[How Important is `Perfect' English for Machine Translation Prompts? ↗](https://aclanthology.org/2026.findings-eacl.38/)**Patrícia Schmidtová, Niyati Bafna, Seth Aycock et al.
1312. **[How Language Models Conflate Logical Validity with Plausibility: A Representational Analysis of Content Effects ↗](https://aclanthology.org/2026.findings-acl.454/)**Leonardo Bertolazzi, Sandro Pezzelle, Raffaella Bernardi
1313. **[How Large Language Models Balance Internal Knowledge with User and Document Assertions ↗](https://aclanthology.org/2026.findings-acl.1267/)**Shuowei Li, Haoxin Li, Wenda Chu et al.
1314. **[How Many Ratings per Item are Necessary for Reliable Significance Testing? ↗](https://aclanthology.org/2026.findings-eacl.223/)**Christopher M. Homan, Flip Korn, Deepak Pandita et al.
1315. **[How Retrieved Context Shapes Internal Representations in RAG ↗](https://aclanthology.org/2026.findings-acl.758/)**Samuel Yeh, Sharon Li
1316. **[How Value Induction Reshapes LLM Behavior ↗](https://aclanthology.org/2026.findings-acl.1302/)**Arnav Arora, Natalie Schluter, Katherine Metcalf et al.
1317. **[How do Visual Attributes Influence Web Agents? A Comprehensive Evaluation of User Interface Design Factors ↗](https://aclanthology.org/2026.findings-acl.1723/)**Kuai Yu, Naicheng Yu, Han Wang et al.
1318. **[How to Allocate, How to Learn? Dynamic Rollout Allocation and Advantage Modulation for Policy Optimization ↗](https://aclanthology.org/2026.findings-acl.724/)**Yangyi Fang, Jiaye Lin, Xiaoliang Fu et al.
1319. **[How to Contextualize Empirical Data for Risk Analysis with LLMs: A Case Study of Power Outages ↗](https://aclanthology.org/2026.findings-eacl.324/)**Haiyun Huang, Yukun Li, Marco A. Pretell et al.
1320. **[How to Make LMs Strong Node Classifiers? ↗](https://aclanthology.org/2026.findings-eacl.14/)**Zhe Xu, Kaveh Hassani, Si Zhang et al.
1321. **[How to Set the Learning Rate for Large-Scale Pre-training? ↗](https://aclanthology.org/2026.findings-acl.1861/)**Yunhua Zhou, Shuhao Xing, Junhao Huang et al.
1322. **[HqeKV: Towards Hybrid Quantization and Eviction for KV Cache in Long-Context LLM Inference ↗](https://aclanthology.org/2026.findings-acl.201/)**He Wang, Yu Gu, Fangfang Li et al.
1323. **[Human-Agent Collaborative Paper-to-Page Crafting ↗](https://aclanthology.org/2026.findings-acl.1988/)**Qianli Ma, Siyu Wang, Chen Yilin et al.
1324. **[Human-Centered Supervision for Sentiment Analysis in Telugu: A Systematic Inquiry Beyond Accuracy ↗](https://aclanthology.org/2026.findings-acl.1476/)**Vallabhaneni Raj Kumar, Ashwin S, Supriya Manna et al.
1325. **[Hybrid Self-evolving Structured Memory for Computer-Use Agents ↗](https://aclanthology.org/2026.findings-acl.549/)**Sibo Zhu, Wenyi WU, Kun Zhou et al.
1326. **[HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering ↗](https://aclanthology.org/2026.findings-acl.527/)**Yuyu Liu, Sarang Rajendra Patil, Mengjia Xu et al.
1327. **[HyperAdaLoRA: Accelerating LoRA Rank Allocation During Training via Hypernetworks without Sacrificing Performance ↗](https://aclanthology.org/2026.findings-acl.1648/)**Hao Zhang, Zhenjia Li, Yifan Gao et al.
1328. **[HyperEdit: Unlocking Instruction-based Text Editing in LLMs via Hypernetworks ↗](https://aclanthology.org/2026.findings-acl.22/)**Yiming Zeng, Jinghan Cao, Zexin Li et al.
1329. **[I Don't Need Solution. I Need Emotional Support : Empathetic LLMs based on Emotional Validation ↗](https://aclanthology.org/2026.findings-acl.1/)**Suhyune Son, Jungwoo Lim, Myunghoon Kang et al.
1330. **[I Know, but I Don't Know! How Persona Conflict Undermines Instruction Adherence in Large Language Models ↗](https://aclanthology.org/2026.findings-eacl.24/)**Seonmin Koo, Jinsung Kim, Heuiseok Lim
1331. **[ICLAD: In-Context Learning with Comparison-Guidance for Audio Deepfake Detection ↗](https://aclanthology.org/2026.findings-acl.450/)**Benjamin Shiue-Hal Chou, Yi Zhu, Surya Koppisetti
1332. **[ID10M-JAM: Stress-Testing Idiom Identification Under Challenging Context](https://md.research.elamur.ai/free/en/papers/hashiloni-2026-id10m-jam-stress-testing-idiom/)**Kai Golan Hashiloni, Lior Livyatan, Ofri Hefetz et al.*our summary*
1333. **[IDEA: An Interpretable and Editable Decision-Making Framework for LLMs via Verbal-to-Numeric Calibration ↗](https://aclanthology.org/2026.findings-acl.2004/)**Yanji He, Yuxin Jiang, Yiwen Wu et al.
1334. **[IF-GEO: Conflict-Aware Instruction Fusion for Multi-Query Generative Engine Optimization ↗](https://aclanthology.org/2026.findings-acl.1373/)**Heyang Zhou, Jiajia Chen, Xiaolu Chen et al.
1335. **[ILSIC: Corpora for Identifying Indian Legal Statutes from Queries by Laymen ↗](https://aclanthology.org/2026.findings-eacl.354/)**Shounak Paul, Raghav Dogra, Pawan Goyal et al.
1336. **[IMRNNs: An Efficient Method for Interpretable Dense Retrieval via Embedding Modulation ↗](https://aclanthology.org/2026.findings-eacl.333/)**Yash Saxena, Ankur Padia, Kalpa Gunaratna et al.
1337. **[INDOTABVQA: A Benchmark for Cross-Lingual Table Understanding in Bahasa Indonesia Documents ↗](https://aclanthology.org/2026.findings-acl.1105/)**Somraj Gautam, Anathapindika Dravichi, Gaurav Harit
1338. **[IRPO: Implicit Policy Regularized Preference Optimization ↗](https://aclanthology.org/2026.findings-eacl.281/)**Youngsoo Jang, Yu Jin Kim, Geon-Hyeong Kim et al.
1339. **[Idea First, Code Later: Disentangling Problem Solving from Code Generation in Evaluating LLMs for Competitive Programming ↗](https://aclanthology.org/2026.findings-acl.1778/)**Sama Hadhoud, Alaa Elsetohy, Frederikus Hudi et al.
1340. **[Identifying Collective Intelligence Factor in LLM Agent Groups for Generalizable Multi-Agent System Design ↗](https://aclanthology.org/2026.findings-acl.624/)**Zhilun Zhou, Zihan Liu, Jiahe Liu et al.
1341. **[Identifying and typifying demographic unfairness in phoneme-level embeddings of self-supervised speech recognition models ↗](https://aclanthology.org/2026.findings-acl.1678/)**Felix Herron, Solange Rossato, Alexandre Allauzen et al.
1342. **[Identifying the Achilles' Heel: An Iterative Method for Uncovering Factual Errors in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1714/)**Wenxuan Wang, Yuk-Kit Chan, Zixuan Ling et al.
1343. **[Idiom Understanding as a Tool to Measure the Dialect Gap ↗](https://aclanthology.org/2026.findings-acl.24/)**David Beauchemin, Yan Tremblay, Mohamed Amine Youssef et al.
1344. **[If Only My CGM Could Speak: A Privacy-Preserving Agent for Question Answering over Continuous Glucose Data ↗](https://aclanthology.org/2026.findings-acl.891/)**Yanjun Cui, Ali Emami, Temiloluwa Prioleau et al.
1345. **[Imbalanced Gradients in RL Post-Training of Multi-Task LLMs ↗](https://aclanthology.org/2026.findings-eacl.164/)**Runzhe Wu, Ankur Samanta, Ayush Jain et al.
1346. **[Imperfectly Cooperative Human-AI Interactions: Comparing the Impacts of Human and AI Attributes in Simulated and User Studies ↗](https://aclanthology.org/2026.findings-acl.1340/)**Myke C. Cohen, Mingqian Zheng, Neel Bhandari et al.
1347. **[Improved Policy Optimization for Mixture-of-Experts Models: Importance Sampling and Rewarding from an Expert-Centric Perspective ↗](https://aclanthology.org/2026.findings-acl.1944/)**Yining Qian, Jinpeng Li, Fei Mi et al.
1348. **[Improving Chain-of-Thought for Logical Reasoning via Attention-Aware Intervention ↗](https://aclanthology.org/2026.findings-eacl.152/)**Phuong Minh Nguyen, Dang Huu-Tien, Naoya Inoue
1349. **[Improving LLM Code Reasoning via Semantic Equivalence Self-Play with Formal Verification ↗](https://aclanthology.org/2026.findings-acl.1615/)**Poon Tsz Nok, Antonio Valerio Miceli Barone
1350. **[Improving Language Identification for Code-Switched Speech: The Pivotal Role of Accented English ↗](https://aclanthology.org/2026.findings-eacl.242/)**Adyasha Patra, Dhiraj Kumar Sah, Preethi Jyothi
1351. **[Improving the OOD Performance of Closed-Source LLMs on NLI Through Strategic Data Selection ↗](https://aclanthology.org/2026.findings-eacl.286/)**Joe Stacey, Lisa Alazraki, Aran Ubhi et al.
1352. **[Improving the Throughput of Diffusion-based Large Language Models via a Training-Free Confidence-Aware Calibration ↗](https://aclanthology.org/2026.findings-acl.478/)**Jucheng Shen, Gaurav Sarkar, Yeonju Ro et al.
1353. **[Incomplete Prompt Jailbreaks in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1567/)**Yeonjea Kim, Bumjin Park, Jaesik Choi
1354. **[Indic-CodecFake meets SATYAM: Towards Detecting Neural Audio Codec Synthesized Speech Deepfakes in Indic Languages ↗](https://aclanthology.org/2026.findings-acl.2159/)**Girish, Mohd Mujtaba Akhtar, Orchid Chetia Phukan et al.
1355. **[InferPilot: Autonomous Inference Attacks Against ML Services With LLM-Based Agents ↗](https://aclanthology.org/2026.findings-acl.572/)**Yixin Wu, Rui Wen, Chi Cui et al.
1356. **[InfiAgent: An Infinite-Horizon Framework for General-Purpose Autonomous Agents ↗](https://aclanthology.org/2026.findings-acl.1787/)**Chenglin Yu, Yuchen Wang, Songmiao Wang et al.
1357. **[Infinite Babble: Inflating 3D Vision-Language Model Inference Overhead via Adversarial Geometric Perturbation ↗](https://aclanthology.org/2026.findings-acl.259/)**Shuoyang Sun, Jiaxin Hong, Yv Zhang et al.
1358. **[Information Representation Fairness in Long-Document Embeddings: The Peculiar Interaction of Positional and Language Bias ↗](https://aclanthology.org/2026.findings-acl.246/)**Elias Schuhmacher, Andrianos Michail, Juri Opitz et al.
1359. **[Infusing Theory of Mind into Socially Intelligent LLM Agents ↗](https://aclanthology.org/2026.findings-acl.551/)**EunJeong Hwang, Yuwei Yin, Giuseppe Carenini et al.
1360. **[Inject to Heal: Alleviating hallucination in LVLMs via Context Embedding Injection ↗](https://aclanthology.org/2026.findings-acl.2048/)**Mehrdad Fazli, Bowen Wei, Ziwei Zhu
1361. **[InsightEval: An Expert-Curated Benchmark for Assessing Insight Discovery in LLM-Driven Data Agents ↗](https://aclanthology.org/2026.findings-acl.1729/)**Zhenghao Zhu, Yuanfeng Song, Xing Chen et al.
1362. **[Instruction-Guided Poetry Generation in Arabic and Its Dialects ↗](https://aclanthology.org/2026.findings-acl.1931/)**Abdelrahman Sadallah, Kareem Elozeiri, Mervat Abassy et al.
1363. **[IntentCoding: Amplifying User Intent in Code Generation ↗](https://aclanthology.org/2026.findings-acl.1662/)**Zheng Fang, Yihong Dong, Lili Mou et al.
1364. **[Intention-Adaptive LLM Fine-Tuning for Text Revision Generation ↗](https://aclanthology.org/2026.findings-eacl.65/)**Zhexiong Liu, Diane Litman
1365. **[InteracSPARQL : An Interactive System for SPARQL Query Refinement Using Natural Language Explanations ↗](https://aclanthology.org/2026.findings-acl.1480/)**Xiangru Jian, Zhengyuan Dong, M. Tamer Özsu
1366. **[Interactive Learning for LLM Reasoning ↗](https://aclanthology.org/2026.findings-acl.303/)**Hehai Lin, Shilei Cao, Sudong Wang et al.
1367. **[Interactive Semantic Parsing with Reinforcement Learning for Knowledge Graph Reasoning ↗](https://aclanthology.org/2026.findings-acl.1023/)**Yurun Song, Xiangqing Shen, Jianfei Yu et al.
1368. **[Internalizing Multi-Agent Reasoning for Accurate and Efficient LLM-based Recommendation ↗](https://aclanthology.org/2026.findings-acl.2134/)**Yang Wu, Haoze Wang, Qian Li et al.
1369. **[Interpretability from the Ground Up: Stakeholder-Centric Design of Automated Scoring in Educational Assessments ↗](https://aclanthology.org/2026.findings-acl.1859/)**Yunsung Kim, Michael Hardy, Joseph Tey et al.
1370. **[Interpretable Graph-Language Modeling for Detecting Youth Illicit Drug Use ↗](https://aclanthology.org/2026.findings-eacl.188/)**Yiyang Li, Zehong Wang, Zhengqing Yuan et al.
1371. **[Interpretable Semantic Gradients in SSD: A PCA Sweep Approach and a Case Study on AI Discourse ↗](https://aclanthology.org/2026.findings-acl.446/)**Hubert Plisiecki, Maria Leniarska, Jan Piotrowski et al.
1372. **[Interpreting Style Representations via Style-Eliciting Prompts ↗](https://aclanthology.org/2026.findings-acl.2039/)**Junghwan Kim, David Jurgens
1373. **[Intrinsic Mutual Information as a Modulator for Preference Optimization ↗](https://aclanthology.org/2026.findings-acl.185/)**Peng Liao, Peijia Zheng, Lingbo Li et al.
1374. **[IntroLM: Introspective Language Models via Prefilling-Time Self-Evaluation ↗](https://aclanthology.org/2026.findings-acl.598/)**Hossein Hosseini Kasnavieh, Gholamreza Haffari, Christopher Leckie et al.
1375. **[Investigating Gender Stereotypes in Large Language Models via Social Determinants of Health ↗](https://aclanthology.org/2026.findings-eacl.114/)**Trung Hieu Ngo, Adrien Bazoge, Solen Quiniou et al.
1376. **[Investigating Human and LLMs' Decisions in Unverifiable Environments: A Case Study with GitHub Activity Overview ↗](https://aclanthology.org/2026.findings-acl.1374/)**Zheng Jiang, Wei Wang, Gaowei Zhang et al.
1377. **[Investigating Links between Illicit Massage Businesses through Natural Language Processing and Graph Machine Learning ↗](https://aclanthology.org/2026.findings-acl.1702/)**Vasuki Garg, Osman Ozaltin, Maria Mayorga et al.
1378. **[Invocation Refiner: A Plug-and-Play Module for Rectifying LLM Tool Invocations ↗](https://aclanthology.org/2026.findings-acl.731/)**Qirui Jiao, Dian Jiao, Nan Du et al.
1379. **[Is Grokking Worthwhile? Functional Analysis and Transferability of Generalization Circuits in Transformers ↗](https://aclanthology.org/2026.findings-acl.1697/)**Kaiyu He, Mian Zhang, Peilin Wu et al.
1380. **[Is Your Language Model Ready for Monetization Decisions? ↗](https://aclanthology.org/2026.findings-acl.1708/)**Jialu Gao, Hua Li, Tracy Ortman et al.
1381. **[Iterative Formalization and Planning in Partially Observable Environments ↗](https://aclanthology.org/2026.findings-acl.620/)**Liancheng Gong, Wang Bill Zhu, Jesse Thomason et al.
1382. **[Iterative Knowledge Graph Refinement and Integration for Medical Question Answering ↗](https://aclanthology.org/2026.findings-acl.408/)**Haochen Zou, Yongli Wang
1383. **[Iterative Self-Correction for Text-Driven Person Re-Identification with Large Vision-Language Models ↗](https://aclanthology.org/2026.findings-acl.312/)**Guijin Luo, Zequn Xie, Sihang Cai et al.
1384. **[J-Shuwa: A Large-Scale Web-Collected Japanese Sign Language-Japanese Parallel Corpus ↗](https://aclanthology.org/2026.findings-acl.1821/)**Junwen Mo, MinhDuc Vo, Noriki Nishida et al.
1385. **[JTPRO: A Joint Tool–Prompt Reflective Optimization Framework for Language Agents ↗](https://aclanthology.org/2026.findings-acl.2017/)**Sandip Ghoshal, Anshul Mittal, Jyotika Singh et al.
1386. **[JX4MEI: Multimodal Semantically-Enhanced LLM for Joint Multimodal Emotion-Intent Explanation and Classification ↗](https://aclanthology.org/2026.findings-acl.1012/)**YiJie Huang, Xiaocui Yang, Shi Feng et al.
1387. **[JailMeter: An Evidence-Based Evaluation Framework for Jailbreak Attacks on Large Language Models ↗](https://aclanthology.org/2026.findings-acl.786/)**Qingjia Huang, Jingyu Zhang, Jianguo Wu et al.
1388. **[Jailbreaking Attacks vs. Content Safety Filters: How Far Are We in the LLM Safety Arms Race? ↗](https://aclanthology.org/2026.findings-acl.20/)**Yuan Xin, Dingfan Chen, Linyi Yang et al.
1389. **[Jailbreaking Large Language Models with Morality Attacks ↗](https://aclanthology.org/2026.findings-acl.1461/)**Ying Su, Zheng Mingen, Weili Diao et al.
1390. **[Jailbreaking Safeguarded Text-to-Image Models via Large Language Models ↗](https://aclanthology.org/2026.findings-eacl.244/)**Zhengyuan Jiang, Yuepeng Hu, Yuchen Yang et al.
1391. **[Jamendo-MT-QA: A Benchmark for Multi-Track Comparative Music Question Answering ↗](https://aclanthology.org/2026.findings-acl.125/)**Junyoung Koh, Jaeyun Lee, Soo Yong Kim et al.
1392. **[Joint Multimodal Preference Optimization for Fine-Grained Visual-Textual Alignment ↗](https://aclanthology.org/2026.findings-eacl.5/)**Jiwon Kim, Hyunsoo Yoon
1393. **[Joint Optimization of Training Data and Policy in RLHF ↗](https://aclanthology.org/2026.findings-acl.2109/)**Zhuohao Yu, Jiali Zeng, Weizheng Gu et al.
1394. **[JointCQ: Improving Factual Hallucination Detection with Joint Claim and Query Generation ↗](https://aclanthology.org/2026.findings-acl.58/)**Fan Xu, Huixuan Zhang, Zhenliang Zhang et al.
1395. **[JudgeAgent: Beyond Static Benchmarks for Knowledge-Driven and Dynamic LLM Evaluation ↗](https://aclanthology.org/2026.findings-acl.634/)**Zhichao Shi, Xuhui Jiang, Chengjin Xu et al.
1396. **[JudgeMeNot: Personalizing Large Language Models to Emulate Judicial Reasoning in Hebrew](https://md.research.elamur.ai/free/en/papers/razumenko-2026-judgemenot-personalizing-large-language-models/)**Itay Razumenko, Arnon Sturm, Nir Grinberg*our summary*
1397. **[Just Use XML: Revisiting Joint Translation and Label Projection ↗](https://aclanthology.org/2026.findings-acl.1721/)**Thennal D K, Chris Biemann, Hans Ole Hatzel
1398. **[K-GIP: Diagnosing Logical Fractures in Large Vision-Language Models via Verification Scene Graphs and Sequential Pruning ↗](https://aclanthology.org/2026.findings-acl.497/)**Yujun Hu, Xiaoyu Zhou, Changbo Wang et al.
1399. **[K-MetBench: A Multi-Dimensional Benchmark for Fine-Grained Evaluation of Expert Reasoning, Locality, and Multimodality in Meteorology ↗](https://aclanthology.org/2026.findings-acl.275/)**Soyeon Kim, Cheongwoong Kang, Myeongjin Lee et al.
1400. **[KETCHUP: K-Step Return Estimation for Sequential Knowledge Distillation ↗](https://aclanthology.org/2026.findings-eacl.39/)**Jiabin Fan, Guoqing Luo, Michael Bowling et al.

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